GPGrossPatternRESEARCH SYSTEM
SEC CHECK OPERATIONAL
GROSSPATTERN / FUNDAMENTAL STATE / POINT IN TIME

DRCT · Mar 31, 2025

Direct Digital Holdings, Inc.. A multidimensional configuration derived from the filing available at this observation—never a composite score or recommendation.

STATE CAPABILITYLEVEL 3[email protected]
Inspectable configuration

State dimensions

Filing0001628280-25-023192General Corporate
Debt relative to revenue100thOwn-history percentile · N=12
Evidence method

Level · gp.fundamentals.debt_to_revenue

403.06% · OPTIONAL · VALID

Operating cash generation0thOwn-history percentile · N=12
Evidence method

Ratio · gp.fundamentals.operating_cash_flow + gp.fundamentals.revenue

-33.20% · OPTIONAL · VALID

Revenue growth13thOwn-history percentile · N=8
Evidence method

Yoy · gp.fundamentals.revenue

-63.38% · CORE · VALID

Gross margin58thOwn-history percentile · N=12
Evidence method

Level · gp.fundamentals.gross_margin

29.34% · CORE · VALID

Operating margin0thOwn-history percentile · N=12
Evidence method

Level · gp.fundamentals.operating_margin

-48.11% · CORE · VALID

SBC intensity100thOwn-history percentile · N=10
Evidence method

Level · gp.fundamentals.sbc_revenue_ratio

3.87% · OPTIONAL · VALID

As-filed lineage

Fundamental state history

Each observation is tied to the filing and facts available at that report date. Amendments remain separate.

History18 statesSelf-history eligible
Period transition

What moved in the state?

Balance Sheet Leverage Increased
Previous
56.68%
Current
403.06%
Delta
346.39%
Cash Generation Decreased
Previous
-13.88%
Current
-33.20%
Delta
-19.31%
Growth Decreased
Previous
-60.35%
Current
-63.38%
Delta
-3.03%
Margin Increased
Previous
27.92%
Current
29.34%
Delta
1.42%
Profitability Decreased
Previous
-21.24%
Current
-48.11%
Delta
-26.86%
Sbc Intensity Increased
Previous
2.49%
Current
3.87%
Delta
1.38%
Self-history only

Previous similar states

Similarity compares compatible valid dimensions from this issuer's own point-in-time history. No market-return claim is attached.

Not enough compatible prior states for a transparent self-history match.
Research Graph

Related governed research

Method Percentiles and historical matches use only observations available at each point in time. Missing dimensions remain missing. Public price outcomes and cross-market analogues are deliberately absent.